Alternatives and similar repositories for Universal-Cross-Modal-Time-Series-Forecasting-Pipeline

Users that are interested in Universal-Cross-Modal-Time-Series-Forecasting-Pipeline are comparing it to the libraries listed below

• microsoft / ProbTS
  ProbTS is a benchmarking toolkit for time series forecasting.
  ☆193Updated 4 months ago
• thuml / Timer-XL
  About model release for "Timer-XL: Long-Context Transformers for Unified Time Series Forecasting"
  ☆112Updated 5 months ago
• thuml / Sundial
  About model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)
  ☆165Updated 3 months ago
• decisionintelligence / DUET
  [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
  ☆229Updated last week
• thuml / AutoTimes
  Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
  ☆252Updated 4 months ago
• thuml / OpenLTM
  Implementations, Pre-training Code and Datasets of Large Time-Series Models
  ☆486Updated 5 months ago
• Time-MoE / Time-MoE
  [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"
  ☆848Updated last week
• ForestsKing / GLAFF
  PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…
  ☆130Updated 5 months ago
• ACAT-SCUT / CycleNet
  [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…
  ☆215Updated 7 months ago
• Secilia-Cxy / SOFTS
  Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.
  ☆272Updated 5 months ago
• thuml / Large-Time-Series-Model
  Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…
  ☆879Updated 4 months ago
• TongjiFinLab / awesome-time-series-forecasting
  Awesome time series forecasting papers and codes
  ☆205Updated 2 months ago
• thuml / Koopa
  Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305…
  ☆235Updated last year
• ForestsKing / ChatTime
  PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [o…
  ☆137Updated 5 months ago
• VEWOXIC / FITS
  FITS: Frequency Interpolation Time Series Analysis Baseline
  ☆226Updated 3 months ago
• yxbian23 / aLLM4TS
  [ICML2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"
  ☆83Updated 8 months ago
• lss-1138 / SparseTSF
  [TPAMI 2026 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …
  ☆245Updated 2 weeks ago
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆384Updated last year
• DAMO-DI-ML / NeurIPS2023-One-Fits-All
  The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"
  ☆628Updated last year
• romilbert / samformer
  Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…
  ☆188Updated 6 months ago
• qianlima-lab / time-series-ptms
  This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).
  ☆207Updated last year
• xwmaxwma / TimePro
  [ICML2025] Official Implementation of TimePro
  ☆60Updated 4 months ago
• thuml / TimeXer
  Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)
  ☆421Updated last year
• UnifiedTSAI / Time-HD-Lib
  Time-HD-Lib: A Library for High-Dimensional Time Series Forecasting
  ☆45Updated 2 months ago
• USTCAGI / Awesome-Papers-Time-Series-Forecasting
  ☆63Updated 9 months ago
• DC-research / TEMPO
  The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of …
  ☆129Updated 9 months ago
• Zeying-Gong / PatchMixer
  About Code release for "PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting"
  ☆212Updated last year
• VEWOXIC / TGTSF
  Official implementation of TGTSF in "Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues"
  ☆46Updated 7 months ago
• plumprc / MTS-Mixers
  MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing
  ☆236Updated 5 months ago
• SJTU-DMTai / Awesome-Large-Models-for-Time-Series
  Papers for LLM and foundation models for time series analytics
  ☆47Updated last year